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Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf29 Apr 2024: Economics. Maths. Engineering. Computer Science. 0% 20% 40% 60% 80% 100%. ... Applications are often related to humans (biology, public health, economics, politicalsciences.). -
SISCER Module 12 Lecture 6: Negative Controls and…
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L6.pdf29 Apr 2024: Negative control outcome (NCO). A. flu shot. Y. flu-relatedhospitalization. U. health seeking. ... 2020). Can labor market policies reduce deaths ofdespair? Journal of health economics, 74:102372. -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf29 Apr 2024: Many origins of causal inference. Biology and genetics;. Agriculture;. Epidemiology, public health, and medicine;. ... Examples in social sciences. 1 Economics: How does supply and demand (causally) depend on price? -
Mendelian randomization
www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf29 Apr 2024: 9/40. IV in Public Health: Effectiveness of vaccine3. Encouragement Z Vaccine X Infection Y. ... Examples of IVs. In Economics. In Public Health. In Human Genetics.
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